Memory
Memory is a fact you choose to keep about a person. RAG is a note you search. This course saves a name, recalls it, and refuses to store a password.
FileMemory writes that fact to a file. It needs no extra install. The Agents lesson called Memory is a different, shorter idea: one task seeing the previous task.